Investors
Seed • Open

A serious AI lab. Built to ship.

We build premium AI products for high‑stakes domains — fast, precise, and designed to earn trust.

Traction & metrics available on request.

The highlights investors ask for.

Public-safe signals here. Full traction and unit economics available on request.

Products
Live systems
Domains
Markets • Minds • Medicine
Traction
Confidential (shareable on request)
Moat
Product + UX + workflow execution
Why now

AI is finally usable — and the winners will be the teams who ship real systems.

Models got good. Now the interface is the battlefield.
Decision-heavy workflows need trust boundaries — not chatbots.
Vertical wins come from product + distribution + execution.
Moat

Built to win the product layer.

Models are commoditizing. The durable advantage is product + distribution + execution.

Product-first AI

We build systems, not demos — designed around real user moments.

Narrative UX
Explainable outputs
Workflow-native integration
Trust as a feature

Security, privacy, and guardrails designed into the product surface.

Validation + audit trails
Clear boundaries
Defensible exports
Speed with rigor

Modern stack, modular architecture, and relentless iteration loops.

Ship fast
Measure
Refine
Scale
Roadmap

What we’ll ship next.

A simple plan: sharpen the products, expand distribution, deepen defensibility.

Now
0–3 months
Sharpen onboarding + activation
Tighten monetization surfaces
Ship investor-ready analytics
Next
3–9 months
Expand distribution loops
Automate higher-value workflows
Add enterprise-grade reporting
Scale
9–18 months
Multi-product ecosystem
Partnership channels
Defensible data advantages
Team

Built by builders.

Small team. High output. Product-first engineering.

Johnny Fawler
Founding Developer & CEO
Full‑stack builder with a product obsession
Ships fast with clean architecture
Focused on trust, UX, and execution in real domains
More context

If you want the story, the philosophy, and the long-term vision, it’s all here.

The ask

We’re raising to accelerate product velocity, expand distribution, and deepen defensibility.

Engineering + product polish
Distribution + partnerships
Security + compliance hardening
Start an investor conversation
NDAs available • Deck + metrics on request